diff --git a/configs/milvus.yaml b/configs/milvus.yaml
index 3eb6a7d339..f45d359c70 100644
--- a/configs/milvus.yaml
+++ b/configs/milvus.yaml
@@ -517,6 +517,7 @@ dataCoord:
     balanceInterval: 360 # The interval with which the channel manager check dml channel balance status
     checkInterval: 1 # The interval in seconds with which the channel manager advances channel states
     notifyChannelOperationTimeout: 5 # Timeout notifing channel operations (in seconds).
+    maxConcurrentChannelTaskNumPerDN: 32 # The maximum concurrency for each DataNode executing channel tasks (watch, release).
   segment:
     maxSize: 1024 # The maximum size of a segment, unit: MB. datacoord.segment.maxSize and datacoord.segment.sealProportion together determine if a segment can be sealed.
     diskSegmentMaxSize: 2048 # Maximun size of a segment in MB for collection which has Disk index
diff --git a/internal/datacoord/channel_manager.go b/internal/datacoord/channel_manager.go
index 61ca798485..4ded570162 100644
--- a/internal/datacoord/channel_manager.go
+++ b/internal/datacoord/channel_manager.go
@@ -35,6 +35,7 @@ import (
 	"github.com/milvus-io/milvus/pkg/util/conc"
 	"github.com/milvus-io/milvus/pkg/util/lock"
 	"github.com/milvus-io/milvus/pkg/util/merr"
+	"github.com/milvus-io/milvus/pkg/util/paramtable"
 	"github.com/milvus-io/milvus/pkg/util/typeutil"
 )
 
@@ -454,7 +455,18 @@ func (m *ChannelManagerImpl) AdvanceChannelState(ctx context.Context) {
 	updatedStandbys := false
 	updatedStandbys = m.advanceStandbys(ctx, standbys)
 	updatedToCheckes := m.advanceToChecks(ctx, toChecks)
-	updatedToNotifies := m.advanceToNotifies(ctx, toNotifies)
+
+	var (
+		updatedToNotifies bool
+		maxNum            = len(m.store.GetNodes()) * paramtable.Get().DataCoordCfg.MaxConcurrentChannelTaskNumPerDN.GetAsInt()
+		executingNum      = len(toChecks)
+		toNotifyNum       = maxNum - executingNum
+	)
+
+	if toNotifyNum > 0 {
+		toNotifies = lo.Slice(toNotifies, 0, toNotifyNum)
+		updatedToNotifies = m.advanceToNotifies(ctx, toNotifies)
+	}
 
 	if updatedStandbys || updatedToCheckes || updatedToNotifies {
 		m.lastActiveTimestamp = time.Now()
diff --git a/pkg/util/paramtable/component_param.go b/pkg/util/paramtable/component_param.go
index 9f3acdcbd8..2ddd01d3ca 100644
--- a/pkg/util/paramtable/component_param.go
+++ b/pkg/util/paramtable/component_param.go
@@ -3193,12 +3193,13 @@ user-task-polling:
 // --- datacoord ---
 type dataCoordConfig struct {
 	// --- CHANNEL ---
-	WatchTimeoutInterval         ParamItem `refreshable:"false"`
-	LegacyVersionWithoutRPCWatch ParamItem `refreshable:"false"`
-	ChannelBalanceSilentDuration ParamItem `refreshable:"true"`
-	ChannelBalanceInterval       ParamItem `refreshable:"true"`
-	ChannelCheckInterval         ParamItem `refreshable:"true"`
-	ChannelOperationRPCTimeout   ParamItem `refreshable:"true"`
+	WatchTimeoutInterval             ParamItem `refreshable:"false"`
+	LegacyVersionWithoutRPCWatch     ParamItem `refreshable:"false"`
+	ChannelBalanceSilentDuration     ParamItem `refreshable:"true"`
+	ChannelBalanceInterval           ParamItem `refreshable:"true"`
+	ChannelCheckInterval             ParamItem `refreshable:"true"`
+	ChannelOperationRPCTimeout       ParamItem `refreshable:"true"`
+	MaxConcurrentChannelTaskNumPerDN ParamItem `refreshable:"true"`
 
 	// --- SEGMENTS ---
 	SegmentMaxSize                 ParamItem `refreshable:"false"`
@@ -3368,6 +3369,15 @@ func (p *dataCoordConfig) init(base *BaseTable) {
 	}
 	p.ChannelOperationRPCTimeout.Init(base.mgr)
 
+	p.MaxConcurrentChannelTaskNumPerDN = ParamItem{
+		Key:          "dataCoord.channel.maxConcurrentChannelTaskNumPerDN",
+		Version:      "2.5",
+		DefaultValue: "32",
+		Doc:          "The maximum concurrency for each DataNode executing channel tasks (watch, release).",
+		Export:       true,
+	}
+	p.MaxConcurrentChannelTaskNumPerDN.Init(base.mgr)
+
 	p.SegmentMaxSize = ParamItem{
 		Key:          "dataCoord.segment.maxSize",
 		Version:      "2.0.0",
diff --git a/pkg/util/paramtable/component_param_test.go b/pkg/util/paramtable/component_param_test.go
index 0136e48136..3670828e2e 100644
--- a/pkg/util/paramtable/component_param_test.go
+++ b/pkg/util/paramtable/component_param_test.go
@@ -515,6 +515,7 @@ func TestComponentParam(t *testing.T) {
 		assert.Equal(t, 4, Params.L0DeleteCompactionSlotUsage.GetAsInt())
 		params.Save("datacoord.scheduler.taskSlowThreshold", "1000")
 		assert.Equal(t, 1000*time.Second, Params.TaskSlowThreshold.GetAsDuration(time.Second))
+		assert.Equal(t, 32, Params.MaxConcurrentChannelTaskNumPerDN.GetAsInt())
 	})
 
 	t.Run("test dataNodeConfig", func(t *testing.T) {